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Professional Certificate in Statistical Computing with R

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The Professional Certificate in Statistical Computing with R is a comprehensive course that equips learners with essential skills in statistical analysis and computing. This course is critical in today's data-driven world, where businesses and organizations rely on statistical analysis to make informed decisions.

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이 과정에 λŒ€ν•΄

The course covers key topics such as data manipulation, visualization, and modeling using R, a popular programming language for statistical computing. Learners will gain hands-on experience in using R to analyze and interpret complex data sets, making them highly valuable to employers in various industries. By completing this course, learners will have demonstrated their proficiency in statistical computing with R, a skill in high demand in today's job market. This certificate course is an excellent opportunity for professionals seeking to advance their careers in data analysis, business intelligence, or research. With a Professional Certificate in Statistical Computing with R, learners will have a distinct advantage in pursuing exciting and rewarding career opportunities.

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κ³Όμ • 세뢀사항

  • Introduction to R: Basics of R syntax, data types, and variables.
  • Data Manipulation with R: Importing, cleaning, transforming, and exporting data using R.
  • Data Visualization using R: Creating plots, charts, and graphs with R packages like ggplot2.
  • Statistical Analysis with R: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
  • Regression Analysis with R: Linear and multiple regression models, diagnostics, and interpretation.
  • Time Series Analysis with R: Time series components, decomposition, ARIMA models, and forecasting.
  • Machine Learning with R: Supervised and unsupervised learning algorithms, model evaluation, and selection.
  • Big Data Analytics with R: Handling and analyzing large datasets with R packages like dplyr, data.table, and sparklyr.
  • Reproducible Research with R: Documenting and reporting statistical analyses with R Markdown.

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κ²½λ ₯ μΈμ¦μ„œ νšλ“

μƒ˜ν”Œ μΈμ¦μ„œ λ°°κ²½
PROFESSIONAL CERTIFICATE IN STATISTICAL COMPUTING WITH R
μ—κ²Œ μˆ˜μ—¬λ¨
ν•™μŠ΅μž 이름
μ—μ„œ ν”„λ‘œκ·Έλž¨μ„ μ™„λ£Œν•œ μ‚¬λžŒ
London School of International Business (LSIB)
μˆ˜μ—¬μΌ
05 May 2025
블둝체인 ID: s-1-a-2-m-3-p-4-l-5-e
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4.8

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